icon-agents

Based on your request to optimize a Python script for handling large datasets, the best Icon Agent for this task would be the 'Python Optimization Agent'. Here's a step-by-step guide on how to use this agent effectively:

1. **Initial Setup**: Start by providing the agent with the current version of your Python script. Make sure to include any specific libraries or dependencies you're using.
2. **Task Definition**: Clearly define the optimization goals. For example, you might want to reduce memory usage, improve processing speed, or both.
3. **Agent Interaction**: The agent will analyze your script and suggest optimizations. It might recommend using more efficient data structures, implementing parallel processing, or leveraging specific libraries for large dataset handling.
4. **Implementation**: Apply the suggested changes to your script. The agent can provide code snippets and explanations for each optimization.
5. **Testing and Iteration**: Test the optimized script and provide feedback to the agent. The agent can further refine its suggestions based on your test results.

Additional agents that might complement this task include the 'Data Analysis Agent' for evaluating the performance impact of the optimizations and the 'Code Review Agent' for ensuring the overall quality and maintainability of your script.